There's something about being micromanaged and bullied about errors that just makes a person make even more mistakes, I find. I've been there and it's a horrible place to be. I hope you can find another job soon. Would transferring to a different shift with a different boss make a difference?

And you aren't a failure -- it's natural to make even more mistakes when you feel like you are being watched all the time.